Why did Zeus take away his father's throne?

Because Cronus had learned that one of his children was destined someday to dethrone him and he thought to go against fate by swallowing them as soon as they were born.

but when Zeus was born Rhea (his mother) she had him secretly carried off and carried off and when he was older he came back to defeat Cronus with help of his grandmother, the Earth.